Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 10302 |
| Missing cells | 3004 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 12.3 MiB |
| Average record size in memory | 1.2 KiB |
Variable types
| CAT | 13 |
|---|---|
| NUM | 10 |
| BOOL | 4 |
Reproduction
| Analysis started | 2020-07-13 16:08:14.611306 |
|---|---|
| Analysis finished | 2020-07-13 16:09:55.127399 |
| Duration | 1 minute and 40.52 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
BIRTH has a high cardinality: 6560 distinct values | High cardinality |
INCOME has a high cardinality: 8151 distinct values | High cardinality |
HOME_VAL has a high cardinality: 6334 distinct values | High cardinality |
BLUEBOOK has a high cardinality: 2985 distinct values | High cardinality |
OLDCLAIM has a high cardinality: 3545 distinct values | High cardinality |
CLM_AMT has a high cardinality: 2346 distinct values | High cardinality |
YOJ has 548 (5.3%) missing values | Missing |
INCOME has 570 (5.5%) missing values | Missing |
HOME_VAL has 575 (5.6%) missing values | Missing |
OCCUPATION has 665 (6.5%) missing values | Missing |
CAR_AGE has 639 (6.2%) missing values | Missing |
BIRTH is uniformly distributed | Uniform |
KIDSDRIV has 9069 (88.0%) zeros | Zeros |
HOMEKIDS has 6694 (65.0%) zeros | Zeros |
YOJ has 807 (7.8%) zeros | Zeros |
CLM_FREQ has 6292 (61.1%) zeros | Zeros |
MVR_PTS has 4658 (45.2%) zeros | Zeros |
ID
Real number (ℝ≥0)
| Distinct count | 8753 |
|---|---|
| Unique (%) | 85.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 495663109.08318776 |
|---|---|
| Minimum | 63175 |
| Maximum | 999926368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 63175 |
|---|---|
| 5-th percentile | 50696155.55 |
| Q1 | 244286856 |
| median | 497004293 |
| Q3 | 739455069 |
| 95-th percentile | 944365215.5 |
| Maximum | 999926368 |
| Range | 999863193 |
| Interquartile range (IQR) | 495168213 |
Descriptive statistics
| Standard deviation | 286467479 |
|---|---|
| Coefficient of variation (CV) | 0.5779479525 |
| Kurtosis | -1.192724113 |
| Mean | 495663109.1 |
| Median Absolute Deviation (MAD) | 246430252 |
| Skewness | 0.005051427651 |
| Sum | 5.10632135e+12 |
| Variance | 8.206361654e+16 |
| Value | Count | Frequency (%) | |
| 341162899 | 5 | < 0.1% | |
| 747557690 | 5 | < 0.1% | |
| 632067262 | 5 | < 0.1% | |
| 173124759 | 5 | < 0.1% | |
| 627828331 | 4 | < 0.1% | |
| 656344335 | 4 | < 0.1% | |
| 195066900 | 4 | < 0.1% | |
| 750731752 | 4 | < 0.1% | |
| 46413377 | 4 | < 0.1% | |
| 779624178 | 4 | < 0.1% | |
| 59026158 | 4 | < 0.1% | |
| 303183248 | 4 | < 0.1% | |
| 634343179 | 4 | < 0.1% | |
| 22340563 | 4 | < 0.1% | |
| 430554774 | 4 | < 0.1% | |
| 846904796 | 4 | < 0.1% | |
| 983800811 | 4 | < 0.1% | |
| 792036483 | 4 | < 0.1% | |
| 799857899 | 4 | < 0.1% | |
| 528698470 | 4 | < 0.1% | |
| 291961707 | 4 | < 0.1% | |
| 55524088 | 4 | < 0.1% | |
| 457987162 | 4 | < 0.1% | |
| 931221104 | 4 | < 0.1% | |
| 132609655 | 4 | < 0.1% | |
| Other values (8728) | 10198 | 99.0% |
| Value | Count | Frequency (%) | |
| 63175 | 1 | < 0.1% | |
| 246910 | 1 | < 0.1% | |
| 401276 | 1 | < 0.1% | |
| 813128 | 2 | < 0.1% | |
| 1307371 | 2 | < 0.1% | |
| 1514697 | 1 | < 0.1% | |
| 1541149 | 1 | < 0.1% | |
| 1627973 | 1 | < 0.1% | |
| 1780186 | 1 | < 0.1% | |
| 1860885 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 999926368 | 2 | < 0.1% | |
| 999800537 | 1 | < 0.1% | |
| 999640290 | 1 | < 0.1% | |
| 999577084 | 1 | < 0.1% | |
| 999482663 | 1 | < 0.1% | |
| 999457398 | 1 | < 0.1% | |
| 999331839 | 1 | < 0.1% | |
| 999178959 | 1 | < 0.1% | |
| 999169190 | 1 | < 0.1% | |
| 999158340 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16928751698699282 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 9069 |
| Zeros (%) | 88.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5065115815 |
|---|---|
| Coefficient of variation (CV) | 2.992019675 |
| Kurtosis | 11.67651844 |
| Mean | 0.169287517 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.342867542 |
| Sum | 1744 |
| Variance | 0.2565539822 |
| Value | Count | Frequency (%) | |
| 0 | 9069 | 88.0% | |
| 1 | 804 | 7.8% | |
| 2 | 351 | 3.4% | |
| 3 | 74 | 0.7% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 9069 | 88.0% | |
| 1 | 804 | 7.8% | |
| 2 | 351 | 3.4% | |
| 3 | 74 | 0.7% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 4 | < 0.1% | |
| 3 | 74 | 0.7% | |
| 2 | 351 | 3.4% | |
| 1 | 804 | 7.8% | |
| 0 | 9069 | 88.0% |
| Distinct count | 6560 |
|---|---|
| Unique (%) | 63.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| 20-Oct-60 | 8 |
|---|---|
| 10-Oct-53 | 7 |
| 13-Sep-51 | 6 |
| 16-Jul-59 | 6 |
| 7-Feb-48 | 6 |
| Other values (6555) |
| Value | Count | Frequency (%) | |
| 20-Oct-60 | 8 | 0.1% | |
| 10-Oct-53 | 7 | 0.1% | |
| 13-Sep-51 | 6 | 0.1% | |
| 16-Jul-59 | 6 | 0.1% | |
| 7-Feb-48 | 6 | 0.1% | |
| 14-Feb-55 | 6 | 0.1% | |
| 2-Feb-51 | 6 | 0.1% | |
| 31-Jul-54 | 6 | 0.1% | |
| 14-Dec-65 | 6 | 0.1% | |
| 11-Jan-60 | 6 | 0.1% | |
| 1-Oct-44 | 6 | 0.1% | |
| 6-Feb-54 | 6 | 0.1% | |
| 17-Jul-46 | 6 | 0.1% | |
| 25-Mar-54 | 6 | 0.1% | |
| 23-Aug-60 | 6 | 0.1% | |
| 14-May-47 | 6 | 0.1% | |
| 6-Nov-49 | 6 | 0.1% | |
| 18-Feb-60 | 6 | 0.1% | |
| 24-Oct-60 | 5 | < 0.1% | |
| 27-Aug-53 | 5 | < 0.1% | |
| 13-May-51 | 5 | < 0.1% | |
| 20-Nov-51 | 5 | < 0.1% | |
| 30-Nov-43 | 5 | < 0.1% | |
| 2-Jun-52 | 5 | < 0.1% | |
| 22-Dec-53 | 5 | < 0.1% | |
| Other values (6535) | 10156 | 98.6% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.706950107 |
| Min length | 8 |
Most occurring characters
| Value | Count | Frequency (%) | |
| - | 20604 | 23.0% | |
| 5 | 6303 | 7.0% | |
| 1 | 5673 | 6.3% | |
| 2 | 5415 | 6.0% | |
| 4 | 4725 | 5.3% | |
| 6 | 4444 | 5.0% | |
| 3 | 3138 | 3.5% | |
| u | 2636 | 2.9% | |
| J | 2628 | 2.9% | |
| a | 2603 | 2.9% | |
| e | 2557 | 2.9% | |
| 7 | 2447 | 2.7% | |
| 8 | 2038 | 2.3% | |
| 9 | 2012 | 2.2% | |
| 0 | 1994 | 2.2% | |
| c | 1792 | 2.0% | |
| M | 1750 | 2.0% | |
| r | 1727 | 1.9% | |
| n | 1694 | 1.9% | |
| A | 1667 | 1.9% | |
| p | 1641 | 1.8% | |
| l | 934 | 1.0% | |
| D | 908 | 1.0% | |
| O | 884 | 1.0% | |
| t | 884 | 1.0% | |
| Other values (8) | 6601 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 38189 | 42.6% | |
| Dash Punctuation | 20604 | 23.0% | |
| Lowercase Letter | 20604 | 23.0% | |
| Uppercase Letter | 10302 | 11.5% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 5 | 6303 | 16.5% | |
| 1 | 5673 | 14.9% | |
| 2 | 5415 | 14.2% | |
| 4 | 4725 | 12.4% | |
| 6 | 4444 | 11.6% | |
| 3 | 3138 | 8.2% | |
| 7 | 2447 | 6.4% | |
| 8 | 2038 | 5.3% | |
| 9 | 2012 | 5.3% | |
| 0 | 1994 | 5.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 20604 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| J | 2628 | 25.5% | |
| M | 1750 | 17.0% | |
| A | 1667 | 16.2% | |
| D | 908 | 8.8% | |
| O | 884 | 8.6% | |
| S | 835 | 8.1% | |
| N | 816 | 7.9% | |
| F | 814 | 7.9% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| u | 2636 | 12.8% | |
| a | 2603 | 12.6% | |
| e | 2557 | 12.4% | |
| c | 1792 | 8.7% | |
| r | 1727 | 8.4% | |
| n | 1694 | 8.2% | |
| p | 1641 | 8.0% | |
| l | 934 | 4.5% | |
| t | 884 | 4.3% | |
| g | 861 | 4.2% | |
| y | 829 | 4.0% | |
| o | 816 | 4.0% | |
| v | 816 | 4.0% | |
| b | 814 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 58793 | 65.5% | |
| Latin | 30906 | 34.5% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| - | 20604 | 35.0% | |
| 5 | 6303 | 10.7% | |
| 1 | 5673 | 9.6% | |
| 2 | 5415 | 9.2% | |
| 4 | 4725 | 8.0% | |
| 6 | 4444 | 7.6% | |
| 3 | 3138 | 5.3% | |
| 7 | 2447 | 4.2% | |
| 8 | 2038 | 3.5% | |
| 9 | 2012 | 3.4% | |
| 0 | 1994 | 3.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| u | 2636 | 8.5% | |
| J | 2628 | 8.5% | |
| a | 2603 | 8.4% | |
| e | 2557 | 8.3% | |
| c | 1792 | 5.8% | |
| M | 1750 | 5.7% | |
| r | 1727 | 5.6% | |
| n | 1694 | 5.5% | |
| A | 1667 | 5.4% | |
| p | 1641 | 5.3% | |
| l | 934 | 3.0% | |
| D | 908 | 2.9% | |
| O | 884 | 2.9% | |
| t | 884 | 2.9% | |
| g | 861 | 2.8% | |
| S | 835 | 2.7% | |
| y | 829 | 2.7% | |
| N | 816 | 2.6% | |
| o | 816 | 2.6% | |
| v | 816 | 2.6% | |
| F | 814 | 2.6% | |
| b | 814 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 89699 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| - | 20604 | 23.0% | |
| 5 | 6303 | 7.0% | |
| 1 | 5673 | 6.3% | |
| 2 | 5415 | 6.0% | |
| 4 | 4725 | 5.3% | |
| 6 | 4444 | 5.0% | |
| 3 | 3138 | 3.5% | |
| u | 2636 | 2.9% | |
| J | 2628 | 2.9% | |
| a | 2603 | 2.9% | |
| e | 2557 | 2.9% | |
| 7 | 2447 | 2.7% | |
| 8 | 2038 | 2.3% | |
| 9 | 2012 | 2.2% | |
| 0 | 1994 | 2.2% | |
| c | 1792 | 2.0% | |
| M | 1750 | 2.0% | |
| r | 1727 | 1.9% | |
| n | 1694 | 1.9% | |
| A | 1667 | 1.9% | |
| p | 1641 | 1.8% | |
| l | 934 | 1.0% | |
| D | 908 | 1.0% | |
| O | 884 | 1.0% | |
| t | 884 | 1.0% | |
| Other values (8) | 6601 | 7.4% |
AGE
Real number (ℝ≥0)
| Distinct count | 61 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 7 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.83739679456047 |
|---|---|
| Minimum | 16.0 |
| Maximum | 81.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 39 |
| median | 45 |
| Q3 | 51 |
| 95-th percentile | 59 |
| Maximum | 81 |
| Range | 65 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.60644502 |
|---|---|
| Coefficient of variation (CV) | 0.1919479193 |
| Kurtosis | -0.08090259645 |
| Mean | 44.83739679 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.03454065479 |
| Sum | 461601 |
| Variance | 74.07089588 |
| Value | Count | Frequency (%) | |
| 46 | 496 | 4.8% | |
| 45 | 488 | 4.7% | |
| 48 | 464 | 4.5% | |
| 47 | 451 | 4.4% | |
| 43 | 441 | 4.3% | |
| 41 | 429 | 4.2% | |
| 50 | 424 | 4.1% | |
| 44 | 423 | 4.1% | |
| 40 | 406 | 3.9% | |
| 42 | 404 | 3.9% | |
| 39 | 393 | 3.8% | |
| 49 | 392 | 3.8% | |
| 51 | 386 | 3.7% | |
| 38 | 352 | 3.4% | |
| 53 | 340 | 3.3% | |
| 52 | 322 | 3.1% | |
| 37 | 306 | 3.0% | |
| 36 | 302 | 2.9% | |
| 54 | 271 | 2.6% | |
| 55 | 264 | 2.6% | |
| 35 | 245 | 2.4% | |
| 57 | 215 | 2.1% | |
| 33 | 214 | 2.1% | |
| 56 | 207 | 2.0% | |
| 34 | 196 | 1.9% | |
| Other values (36) | 1464 | 14.2% |
| Value | Count | Frequency (%) | |
| 16 | 5 | < 0.1% | |
| 17 | 2 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 19 | 8 | 0.1% | |
| 20 | 4 | < 0.1% | |
| 21 | 12 | 0.1% | |
| 22 | 17 | 0.2% | |
| 23 | 12 | 0.1% | |
| 24 | 25 | 0.2% | |
| 25 | 32 | 0.3% |
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 73 | 4 | < 0.1% | |
| 72 | 4 | < 0.1% | |
| 71 | 1 | < 0.1% | |
| 70 | 6 | 0.1% | |
| 69 | 5 | < 0.1% | |
| 68 | 8 | 0.1% | |
| 67 | 16 | 0.2% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.720442632498544 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 6694 |
| Zeros (%) | 65.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.116323221 |
|---|---|
| Coefficient of variation (CV) | 1.549496339 |
| Kurtosis | 0.6293463987 |
| Mean | 0.7204426325 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.336677637 |
| Sum | 7422 |
| Variance | 1.246177534 |
| Value | Count | Frequency (%) | |
| 0 | 6694 | 65.0% | |
| 2 | 1427 | 13.9% | |
| 1 | 1106 | 10.7% | |
| 3 | 856 | 8.3% | |
| 4 | 201 | 2.0% | |
| 5 | 18 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 6694 | 65.0% | |
| 1 | 1106 | 10.7% | |
| 2 | 1427 | 13.9% | |
| 3 | 856 | 8.3% | |
| 4 | 201 | 2.0% | |
| 5 | 18 | 0.2% |
| Value | Count | Frequency (%) | |
| 5 | 18 | 0.2% | |
| 4 | 201 | 2.0% | |
| 3 | 856 | 8.3% | |
| 2 | 1427 | 13.9% | |
| 1 | 1106 | 10.7% | |
| 0 | 6694 | 65.0% |
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 548 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.474061923313512 |
|---|---|
| Minimum | 0.0 |
| Maximum | 23.0 |
| Zeros | 807 |
| Zeros (%) | 7.8% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.108943185 |
|---|---|
| Coefficient of variation (CV) | 0.3922970109 |
| Kurtosis | 1.144802147 |
| Mean | 10.47406192 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.200822881 |
| Sum | 102164 |
| Variance | 16.88341409 |
| Value | Count | Frequency (%) | |
| 12 | 1500 | 14.6% | |
| 11 | 1267 | 12.3% | |
| 13 | 1266 | 12.3% | |
| 14 | 996 | 9.7% | |
| 10 | 934 | 9.1% | |
| 0 | 807 | 7.8% | |
| 9 | 653 | 6.3% | |
| 15 | 583 | 5.7% | |
| 8 | 484 | 4.7% | |
| 7 | 384 | 3.7% | |
| 16 | 243 | 2.4% | |
| 6 | 219 | 2.1% | |
| 17 | 127 | 1.2% | |
| 5 | 124 | 1.2% | |
| 4 | 49 | 0.5% | |
| 3 | 38 | 0.4% | |
| 18 | 33 | 0.3% | |
| 2 | 21 | 0.2% | |
| 19 | 17 | 0.2% | |
| 1 | 7 | 0.1% | |
| 23 | 2 | < 0.1% | |
| (Missing) | 548 | 5.3% |
| Value | Count | Frequency (%) | |
| 0 | 807 | 7.8% | |
| 1 | 7 | 0.1% | |
| 2 | 21 | 0.2% | |
| 3 | 38 | 0.4% | |
| 4 | 49 | 0.5% | |
| 5 | 124 | 1.2% | |
| 6 | 219 | 2.1% | |
| 7 | 384 | 3.7% | |
| 8 | 484 | 4.7% | |
| 9 | 653 | 6.3% |
| Value | Count | Frequency (%) | |
| 23 | 2 | < 0.1% | |
| 19 | 17 | 0.2% | |
| 18 | 33 | 0.3% | |
| 17 | 127 | 1.2% | |
| 16 | 243 | 2.4% | |
| 15 | 583 | 5.7% | |
| 14 | 996 | 9.7% | |
| 13 | 1266 | 12.3% | |
| 12 | 1500 | 14.6% | |
| 11 | 1267 | 12.3% |
| Distinct count | 8151 |
|---|---|
| Unique (%) | 83.8% |
| Missing | 570 |
| Missing (%) | 5.5% |
| Memory size | 80.6 KiB |
| $0 | 797 |
|---|---|
| $61,790 | 5 |
| $30,111 | 4 |
| $64,916 | 4 |
| $48,509 | 4 |
| Other values (8146) |
| Value | Count | Frequency (%) | |
| $0 | 797 | 7.7% | |
| $61,790 | 5 | < 0.1% | |
| $30,111 | 4 | < 0.1% | |
| $64,916 | 4 | < 0.1% | |
| $48,509 | 4 | < 0.1% | |
| $43,393 | 4 | < 0.1% | |
| $26,840 | 4 | < 0.1% | |
| $54,691 | 3 | < 0.1% | |
| $35,362 | 3 | < 0.1% | |
| $34,658 | 3 | < 0.1% | |
| $144,348 | 3 | < 0.1% | |
| $67,700 | 3 | < 0.1% | |
| $33,303 | 3 | < 0.1% | |
| $48,741 | 3 | < 0.1% | |
| $50,166 | 3 | < 0.1% | |
| $107,375 | 3 | < 0.1% | |
| $50,401 | 3 | < 0.1% | |
| $82,398 | 3 | < 0.1% | |
| $64,032 | 3 | < 0.1% | |
| $142,297 | 3 | < 0.1% | |
| $35,263 | 3 | < 0.1% | |
| $63,357 | 3 | < 0.1% | |
| $62,894 | 3 | < 0.1% | |
| $2,346 | 3 | < 0.1% | |
| $40,990 | 3 | < 0.1% | |
| Other values (8126) | 8856 | 86.0% | |
| (Missing) | 570 | 5.5% |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.454086585 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| $ | 9732 | 12.7% | |
| 9732 | 12.7% | ||
| , | 8884 | 11.6% | |
| 1 | 6016 | 7.8% | |
| 2 | 4914 | 6.4% | |
| 3 | 4851 | 6.3% | |
| 0 | 4799 | 6.2% | |
| 4 | 4642 | 6.0% | |
| 5 | 4597 | 6.0% | |
| 6 | 4531 | 5.9% | |
| 7 | 4252 | 5.5% | |
| 9 | 4073 | 5.3% | |
| 8 | 4059 | 5.3% | |
| n | 1140 | 1.5% | |
| a | 570 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 46734 | 60.9% | |
| Currency Symbol | 9732 | 12.7% | |
| Space Separator | 9732 | 12.7% | |
| Other Punctuation | 8884 | 11.6% | |
| Lowercase Letter | 1710 | 2.2% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 9732 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 6016 | 12.9% | |
| 2 | 4914 | 10.5% | |
| 3 | 4851 | 10.4% | |
| 0 | 4799 | 10.3% | |
| 4 | 4642 | 9.9% | |
| 5 | 4597 | 9.8% | |
| 6 | 4531 | 9.7% | |
| 7 | 4252 | 9.1% | |
| 9 | 4073 | 8.7% | |
| 8 | 4059 | 8.7% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 8884 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 9732 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 1140 | 66.7% | |
| a | 570 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 75082 | 97.8% | |
| Latin | 1710 | 2.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| $ | 9732 | 13.0% | |
| 9732 | 13.0% | ||
| , | 8884 | 11.8% | |
| 1 | 6016 | 8.0% | |
| 2 | 4914 | 6.5% | |
| 3 | 4851 | 6.5% | |
| 0 | 4799 | 6.4% | |
| 4 | 4642 | 6.2% | |
| 5 | 4597 | 6.1% | |
| 6 | 4531 | 6.0% | |
| 7 | 4252 | 5.7% | |
| 9 | 4073 | 5.4% | |
| 8 | 4059 | 5.4% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 1140 | 66.7% | |
| a | 570 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 76792 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| $ | 9732 | 12.7% | |
| 9732 | 12.7% | ||
| , | 8884 | 11.6% | |
| 1 | 6016 | 7.8% | |
| 2 | 4914 | 6.4% | |
| 3 | 4851 | 6.3% | |
| 0 | 4799 | 6.2% | |
| 4 | 4642 | 6.0% | |
| 5 | 4597 | 6.0% | |
| 6 | 4531 | 5.9% | |
| 7 | 4252 | 5.5% | |
| 9 | 4073 | 5.3% | |
| 8 | 4059 | 5.3% | |
| n | 1140 | 1.5% | |
| a | 570 | 0.7% |
PARENT1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| No | |
|---|---|
| Yes | 1343 |
| Value | Count | Frequency (%) | |
| No | 8959 | 87.0% | |
| Yes | 1343 | 13.0% |
| Distinct count | 6334 |
|---|---|
| Unique (%) | 65.1% |
| Missing | 575 |
| Missing (%) | 5.6% |
| Memory size | 80.6 KiB |
| $0 | |
|---|---|
| $227,138 | 3 |
| $99,103 | 3 |
| $205,130 | 3 |
| $339,052 | 3 |
| Other values (6329) |
| Value | Count | Frequency (%) | |
| $0 | 2908 | 28.2% | |
| $227,138 | 3 | < 0.1% | |
| $99,103 | 3 | < 0.1% | |
| $205,130 | 3 | < 0.1% | |
| $339,052 | 3 | < 0.1% | |
| $123,109 | 3 | < 0.1% | |
| $167,505 | 3 | < 0.1% | |
| $173,130 | 3 | < 0.1% | |
| $513,817 | 3 | < 0.1% | |
| $196,320 | 3 | < 0.1% | |
| $117,038 | 3 | < 0.1% | |
| $238,724 | 3 | < 0.1% | |
| $121,949 | 3 | < 0.1% | |
| $189,439 | 3 | < 0.1% | |
| $288,592 | 3 | < 0.1% | |
| $166,481 | 3 | < 0.1% | |
| $165,641 | 3 | < 0.1% | |
| $159,568 | 3 | < 0.1% | |
| $178,852 | 3 | < 0.1% | |
| $183,581 | 3 | < 0.1% | |
| $222,957 | 3 | < 0.1% | |
| $332,673 | 3 | < 0.1% | |
| $115,249 | 3 | < 0.1% | |
| $245,878 | 3 | < 0.1% | |
| $154,672 | 3 | < 0.1% | |
| Other values (6309) | 6747 | 65.5% | |
| (Missing) | 575 | 5.6% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 6.92603378 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| $ | 9727 | 13.6% | |
| 9727 | 13.6% | ||
| , | 6819 | 9.6% | |
| 0 | 6361 | 8.9% | |
| 1 | 6141 | 8.6% | |
| 2 | 5872 | 8.2% | |
| 3 | 4193 | 5.9% | |
| 4 | 3591 | 5.0% | |
| 5 | 3496 | 4.9% | |
| 8 | 3447 | 4.8% | |
| 6 | 3432 | 4.8% | |
| 9 | 3426 | 4.8% | |
| 7 | 3395 | 4.8% | |
| n | 1150 | 1.6% | |
| a | 575 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 43354 | 60.8% | |
| Currency Symbol | 9727 | 13.6% | |
| Space Separator | 9727 | 13.6% | |
| Other Punctuation | 6819 | 9.6% | |
| Lowercase Letter | 1725 | 2.4% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 9727 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 6361 | 14.7% | |
| 1 | 6141 | 14.2% | |
| 2 | 5872 | 13.5% | |
| 3 | 4193 | 9.7% | |
| 4 | 3591 | 8.3% | |
| 5 | 3496 | 8.1% | |
| 8 | 3447 | 8.0% | |
| 6 | 3432 | 7.9% | |
| 9 | 3426 | 7.9% | |
| 7 | 3395 | 7.8% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 9727 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 6819 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 1150 | 66.7% | |
| a | 575 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 69627 | 97.6% | |
| Latin | 1725 | 2.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| $ | 9727 | 14.0% | |
| 9727 | 14.0% | ||
| , | 6819 | 9.8% | |
| 0 | 6361 | 9.1% | |
| 1 | 6141 | 8.8% | |
| 2 | 5872 | 8.4% | |
| 3 | 4193 | 6.0% | |
| 4 | 3591 | 5.2% | |
| 5 | 3496 | 5.0% | |
| 8 | 3447 | 5.0% | |
| 6 | 3432 | 4.9% | |
| 9 | 3426 | 4.9% | |
| 7 | 3395 | 4.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 1150 | 66.7% | |
| a | 575 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 71352 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| $ | 9727 | 13.6% | |
| 9727 | 13.6% | ||
| , | 6819 | 9.6% | |
| 0 | 6361 | 8.9% | |
| 1 | 6141 | 8.6% | |
| 2 | 5872 | 8.2% | |
| 3 | 4193 | 5.9% | |
| 4 | 3591 | 5.0% | |
| 5 | 3496 | 4.9% | |
| 8 | 3447 | 4.8% | |
| 6 | 3432 | 4.8% | |
| 9 | 3426 | 4.8% | |
| 7 | 3395 | 4.8% | |
| n | 1150 | 1.6% | |
| a | 575 | 0.8% |
MSTATUS
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| Yes | |
|---|---|
| z_No |
| Value | Count | Frequency (%) | |
| Yes | 6188 | 60.1% | |
| z_No | 4114 | 39.9% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.399339934 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| Y | 6188 | 17.7% | |
| e | 6188 | 17.7% | |
| s | 6188 | 17.7% | |
| z | 4114 | 11.7% | |
| _ | 4114 | 11.7% | |
| N | 4114 | 11.7% | |
| o | 4114 | 11.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 20604 | 58.8% | |
| Uppercase Letter | 10302 | 29.4% | |
| Connector Punctuation | 4114 | 11.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 6188 | 30.0% | |
| s | 6188 | 30.0% | |
| z | 4114 | 20.0% | |
| o | 4114 | 20.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 4114 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| Y | 6188 | 60.1% | |
| N | 4114 | 39.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 30906 | 88.3% | |
| Common | 4114 | 11.7% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| Y | 6188 | 20.0% | |
| e | 6188 | 20.0% | |
| s | 6188 | 20.0% | |
| z | 4114 | 13.3% | |
| N | 4114 | 13.3% | |
| o | 4114 | 13.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 4114 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 35020 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| Y | 6188 | 17.7% | |
| e | 6188 | 17.7% | |
| s | 6188 | 17.7% | |
| z | 4114 | 11.7% | |
| _ | 4114 | 11.7% | |
| N | 4114 | 11.7% | |
| o | 4114 | 11.7% |
GENDER
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| z_F | |
|---|---|
| M |
| Value | Count | Frequency (%) | |
| z_F | 5545 | 53.8% | |
| M | 4757 | 46.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.076490002 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| z | 5545 | 25.9% | |
| _ | 5545 | 25.9% | |
| F | 5545 | 25.9% | |
| M | 4757 | 22.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 10302 | 48.2% | |
| Lowercase Letter | 5545 | 25.9% | |
| Connector Punctuation | 5545 | 25.9% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| F | 5545 | 53.8% | |
| M | 4757 | 46.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| z | 5545 | 100.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 5545 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 15847 | 74.1% | |
| Common | 5545 | 25.9% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| z | 5545 | 35.0% | |
| F | 5545 | 35.0% | |
| M | 4757 | 30.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 5545 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 21392 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| z | 5545 | 25.9% | |
| _ | 5545 | 25.9% | |
| F | 5545 | 25.9% | |
| M | 4757 | 22.2% |
EDUCATION
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| z_High School | |
|---|---|
| Bachelors | |
| Masters | |
| <High School | |
| PhD |
| Value | Count | Frequency (%) | |
| z_High School | 2952 | 28.7% | |
| Bachelors | 2823 | 27.4% | |
| Masters | 2078 | 20.2% | |
| <High School | 1515 | 14.7% | |
| PhD | 934 | 9.1% |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.639972821 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| h | 12691 | 12.8% | |
| o | 11757 | 11.8% | |
| c | 7290 | 7.3% | |
| l | 7290 | 7.3% | |
| s | 6979 | 7.0% | |
| a | 4901 | 4.9% | |
| e | 4901 | 4.9% | |
| r | 4901 | 4.9% | |
| H | 4467 | 4.5% | |
| i | 4467 | 4.5% | |
| g | 4467 | 4.5% | |
| 4467 | 4.5% | ||
| S | 4467 | 4.5% | |
| z | 2952 | 3.0% | |
| _ | 2952 | 3.0% | |
| B | 2823 | 2.8% | |
| M | 2078 | 2.1% | |
| t | 2078 | 2.1% | |
| < | 1515 | 1.5% | |
| P | 934 | 0.9% | |
| D | 934 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 74674 | 75.2% | |
| Uppercase Letter | 15703 | 15.8% | |
| Space Separator | 4467 | 4.5% | |
| Connector Punctuation | 2952 | 3.0% | |
| Math Symbol | 1515 | 1.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| H | 4467 | 28.4% | |
| S | 4467 | 28.4% | |
| B | 2823 | 18.0% | |
| M | 2078 | 13.2% | |
| P | 934 | 5.9% | |
| D | 934 | 5.9% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| h | 12691 | 17.0% | |
| o | 11757 | 15.7% | |
| c | 7290 | 9.8% | |
| l | 7290 | 9.8% | |
| s | 6979 | 9.3% | |
| a | 4901 | 6.6% | |
| e | 4901 | 6.6% | |
| r | 4901 | 6.6% | |
| i | 4467 | 6.0% | |
| g | 4467 | 6.0% | |
| z | 2952 | 4.0% | |
| t | 2078 | 2.8% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 2952 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 4467 | 100.0% |
Most frequent Math Symbol characters
| Value | Count | Frequency (%) | |
| < | 1515 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 90377 | 91.0% | |
| Common | 8934 | 9.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| h | 12691 | 14.0% | |
| o | 11757 | 13.0% | |
| c | 7290 | 8.1% | |
| l | 7290 | 8.1% | |
| s | 6979 | 7.7% | |
| a | 4901 | 5.4% | |
| e | 4901 | 5.4% | |
| r | 4901 | 5.4% | |
| H | 4467 | 4.9% | |
| i | 4467 | 4.9% | |
| g | 4467 | 4.9% | |
| S | 4467 | 4.9% | |
| z | 2952 | 3.3% | |
| B | 2823 | 3.1% | |
| M | 2078 | 2.3% | |
| t | 2078 | 2.3% | |
| P | 934 | 1.0% | |
| D | 934 | 1.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 4467 | 50.0% | ||
| _ | 2952 | 33.0% | |
| < | 1515 | 17.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 99311 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| h | 12691 | 12.8% | |
| o | 11757 | 11.8% | |
| c | 7290 | 7.3% | |
| l | 7290 | 7.3% | |
| s | 6979 | 7.0% | |
| a | 4901 | 4.9% | |
| e | 4901 | 4.9% | |
| r | 4901 | 4.9% | |
| H | 4467 | 4.5% | |
| i | 4467 | 4.5% | |
| g | 4467 | 4.5% | |
| 4467 | 4.5% | ||
| S | 4467 | 4.5% | |
| z | 2952 | 3.0% | |
| _ | 2952 | 3.0% | |
| B | 2823 | 2.8% | |
| M | 2078 | 2.1% | |
| t | 2078 | 2.1% | |
| < | 1515 | 1.5% | |
| P | 934 | 0.9% | |
| D | 934 | 0.9% |
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 665 |
| Missing (%) | 6.5% |
| Memory size | 80.6 KiB |
| z_Blue Collar | |
|---|---|
| Clerical | |
| Professional | |
| Manager | |
| Lawyer | |
| Other values (3) |
| Value | Count | Frequency (%) | |
| z_Blue Collar | 2288 | 22.2% | |
| Clerical | 1590 | 15.4% | |
| Professional | 1408 | 13.7% | |
| Manager | 1257 | 12.2% | |
| Lawyer | 1031 | 10.0% | |
| Student | 899 | 8.7% | |
| Home Maker | 843 | 8.2% | |
| Doctor | 321 | 3.1% | |
| (Missing) | 665 | 6.5% |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 9.026305572 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| l | 11452 | 12.3% | |
| a | 10339 | 11.1% | |
| e | 10159 | 10.9% | |
| r | 8738 | 9.4% | |
| o | 6589 | 7.1% | |
| n | 4894 | 5.3% | |
| C | 3878 | 4.2% | |
| u | 3187 | 3.4% | |
| 3131 | 3.4% | ||
| i | 2998 | 3.2% | |
| s | 2816 | 3.0% | |
| z | 2288 | 2.5% | |
| _ | 2288 | 2.5% | |
| B | 2288 | 2.5% | |
| t | 2119 | 2.3% | |
| M | 2100 | 2.3% | |
| c | 1911 | 2.1% | |
| P | 1408 | 1.5% | |
| f | 1408 | 1.5% | |
| g | 1257 | 1.4% | |
| L | 1031 | 1.1% | |
| w | 1031 | 1.1% | |
| y | 1031 | 1.1% | |
| S | 899 | 1.0% | |
| d | 899 | 1.0% | |
| Other values (4) | 2850 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 74802 | 80.4% | |
| Uppercase Letter | 12768 | 13.7% | |
| Space Separator | 3131 | 3.4% | |
| Connector Punctuation | 2288 | 2.5% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 3878 | 30.4% | |
| B | 2288 | 17.9% | |
| M | 2100 | 16.4% | |
| P | 1408 | 11.0% | |
| L | 1031 | 8.1% | |
| S | 899 | 7.0% | |
| H | 843 | 6.6% | |
| D | 321 | 2.5% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| l | 11452 | 15.3% | |
| a | 10339 | 13.8% | |
| e | 10159 | 13.6% | |
| r | 8738 | 11.7% | |
| o | 6589 | 8.8% | |
| n | 4894 | 6.5% | |
| u | 3187 | 4.3% | |
| i | 2998 | 4.0% | |
| s | 2816 | 3.8% | |
| z | 2288 | 3.1% | |
| t | 2119 | 2.8% | |
| c | 1911 | 2.6% | |
| f | 1408 | 1.9% | |
| g | 1257 | 1.7% | |
| w | 1031 | 1.4% | |
| y | 1031 | 1.4% | |
| d | 899 | 1.2% | |
| m | 843 | 1.1% | |
| k | 843 | 1.1% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 2288 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 3131 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 87570 | 94.2% | |
| Common | 5419 | 5.8% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| l | 11452 | 13.1% | |
| a | 10339 | 11.8% | |
| e | 10159 | 11.6% | |
| r | 8738 | 10.0% | |
| o | 6589 | 7.5% | |
| n | 4894 | 5.6% | |
| C | 3878 | 4.4% | |
| u | 3187 | 3.6% | |
| i | 2998 | 3.4% | |
| s | 2816 | 3.2% | |
| z | 2288 | 2.6% | |
| B | 2288 | 2.6% | |
| t | 2119 | 2.4% | |
| M | 2100 | 2.4% | |
| c | 1911 | 2.2% | |
| P | 1408 | 1.6% | |
| f | 1408 | 1.6% | |
| g | 1257 | 1.4% | |
| L | 1031 | 1.2% | |
| w | 1031 | 1.2% | |
| y | 1031 | 1.2% | |
| S | 899 | 1.0% | |
| d | 899 | 1.0% | |
| H | 843 | 1.0% | |
| m | 843 | 1.0% | |
| Other values (2) | 1164 | 1.3% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 3131 | 57.8% | ||
| _ | 2288 | 42.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 92989 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| l | 11452 | 12.3% | |
| a | 10339 | 11.1% | |
| e | 10159 | 10.9% | |
| r | 8738 | 9.4% | |
| o | 6589 | 7.1% | |
| n | 4894 | 5.3% | |
| C | 3878 | 4.2% | |
| u | 3187 | 3.4% | |
| 3131 | 3.4% | ||
| i | 2998 | 3.2% | |
| s | 2816 | 3.0% | |
| z | 2288 | 2.5% | |
| _ | 2288 | 2.5% | |
| B | 2288 | 2.5% | |
| t | 2119 | 2.3% | |
| M | 2100 | 2.3% | |
| c | 1911 | 2.1% | |
| P | 1408 | 1.5% | |
| f | 1408 | 1.5% | |
| g | 1257 | 1.4% | |
| L | 1031 | 1.1% | |
| w | 1031 | 1.1% | |
| y | 1031 | 1.1% | |
| S | 899 | 1.0% | |
| d | 899 | 1.0% | |
| Other values (4) | 2850 | 3.1% |
TRAVTIME
Real number (ℝ≥0)
| Distinct count | 100 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.41642399534071 |
|---|---|
| Minimum | 5 |
| Maximum | 142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 22 |
| median | 33 |
| Q3 | 44 |
| 95-th percentile | 60 |
| Maximum | 142 |
| Range | 137 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 15.86968685 |
|---|---|
| Coefficient of variation (CV) | 0.4749067958 |
| Kurtosis | 0.5946562503 |
| Mean | 33.416424 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.4355271578 |
| Sum | 344256 |
| Variance | 251.8469606 |
| Value | Count | Frequency (%) | |
| 5 | 427 | 4.1% | |
| 32 | 288 | 2.8% | |
| 35 | 271 | 2.6% | |
| 33 | 268 | 2.6% | |
| 36 | 266 | 2.6% | |
| 30 | 265 | 2.6% | |
| 37 | 264 | 2.6% | |
| 29 | 259 | 2.5% | |
| 25 | 257 | 2.5% | |
| 24 | 253 | 2.5% | |
| 34 | 247 | 2.4% | |
| 26 | 243 | 2.4% | |
| 40 | 242 | 2.3% | |
| 31 | 239 | 2.3% | |
| 38 | 236 | 2.3% | |
| 28 | 231 | 2.2% | |
| 27 | 225 | 2.2% | |
| 39 | 225 | 2.2% | |
| 41 | 221 | 2.1% | |
| 43 | 213 | 2.1% | |
| 21 | 208 | 2.0% | |
| 22 | 205 | 2.0% | |
| 23 | 205 | 2.0% | |
| 45 | 195 | 1.9% | |
| 44 | 193 | 1.9% | |
| Other values (75) | 4156 | 40.3% |
| Value | Count | Frequency (%) | |
| 5 | 427 | 4.1% | |
| 6 | 66 | 0.6% | |
| 7 | 56 | 0.5% | |
| 8 | 69 | 0.7% | |
| 9 | 86 | 0.8% | |
| 10 | 101 | 1.0% | |
| 11 | 90 | 0.9% | |
| 12 | 122 | 1.2% | |
| 13 | 121 | 1.2% | |
| 14 | 133 | 1.3% |
| Value | Count | Frequency (%) | |
| 142 | 1 | < 0.1% | |
| 134 | 1 | < 0.1% | |
| 124 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 105 | 1 | < 0.1% | |
| 103 | 1 | < 0.1% | |
| 101 | 1 | < 0.1% | |
| 99 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% | |
| 97 | 2 | < 0.1% |
CAR_USE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| Private | |
|---|---|
| Commercial |
| Value | Count | Frequency (%) | |
| Private | 6513 | 63.2% | |
| Commercial | 3789 | 36.8% |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 8.103377985 |
| Min length | 7 |
Most occurring characters
| Value | Count | Frequency (%) | |
| r | 10302 | 12.3% | |
| i | 10302 | 12.3% | |
| a | 10302 | 12.3% | |
| e | 10302 | 12.3% | |
| m | 7578 | 9.1% | |
| P | 6513 | 7.8% | |
| v | 6513 | 7.8% | |
| t | 6513 | 7.8% | |
| C | 3789 | 4.5% | |
| o | 3789 | 4.5% | |
| c | 3789 | 4.5% | |
| l | 3789 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 73179 | 87.7% | |
| Uppercase Letter | 10302 | 12.3% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| P | 6513 | 63.2% | |
| C | 3789 | 36.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 10302 | 14.1% | |
| i | 10302 | 14.1% | |
| a | 10302 | 14.1% | |
| e | 10302 | 14.1% | |
| m | 7578 | 10.4% | |
| v | 6513 | 8.9% | |
| t | 6513 | 8.9% | |
| o | 3789 | 5.2% | |
| c | 3789 | 5.2% | |
| l | 3789 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 83481 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 10302 | 12.3% | |
| i | 10302 | 12.3% | |
| a | 10302 | 12.3% | |
| e | 10302 | 12.3% | |
| m | 7578 | 9.1% | |
| P | 6513 | 7.8% | |
| v | 6513 | 7.8% | |
| t | 6513 | 7.8% | |
| C | 3789 | 4.5% | |
| o | 3789 | 4.5% | |
| c | 3789 | 4.5% | |
| l | 3789 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 83481 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| r | 10302 | 12.3% | |
| i | 10302 | 12.3% | |
| a | 10302 | 12.3% | |
| e | 10302 | 12.3% | |
| m | 7578 | 9.1% | |
| P | 6513 | 7.8% | |
| v | 6513 | 7.8% | |
| t | 6513 | 7.8% | |
| C | 3789 | 4.5% | |
| o | 3789 | 4.5% | |
| c | 3789 | 4.5% | |
| l | 3789 | 4.5% |
| Distinct count | 2985 |
|---|---|
| Unique (%) | 29.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| $1,500 | 207 |
|---|---|
| $6,200 | 47 |
| $6,000 | 42 |
| $5,800 | 39 |
| $5,400 | 38 |
| Other values (2980) |
| Value | Count | Frequency (%) | |
| $1,500 | 207 | 2.0% | |
| $6,200 | 47 | 0.5% | |
| $6,000 | 42 | 0.4% | |
| $5,800 | 39 | 0.4% | |
| $5,400 | 38 | 0.4% | |
| $5,600 | 38 | 0.4% | |
| $5,900 | 37 | 0.4% | |
| $6,500 | 36 | 0.3% | |
| $5,700 | 36 | 0.3% | |
| $6,100 | 35 | 0.3% | |
| $6,400 | 35 | 0.3% | |
| $6,800 | 31 | 0.3% | |
| $6,600 | 30 | 0.3% | |
| $6,300 | 29 | 0.3% | |
| $5,300 | 28 | 0.3% | |
| $5,500 | 27 | 0.3% | |
| $5,100 | 24 | 0.2% | |
| $5,000 | 22 | 0.2% | |
| $7,200 | 22 | 0.2% | |
| $5,200 | 22 | 0.2% | |
| $7,000 | 21 | 0.2% | |
| $7,100 | 21 | 0.2% | |
| $6,700 | 20 | 0.2% | |
| $6,900 | 19 | 0.2% | |
| $4,900 | 18 | 0.2% | |
| Other values (2960) | 9378 | 91.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.712871287 |
| Min length | 7 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 14152 | 17.8% | |
| $ | 10302 | 13.0% | |
| , | 10302 | 13.0% | |
| 10302 | 13.0% | ||
| 1 | 7572 | 9.5% | |
| 2 | 5057 | 6.4% | |
| 3 | 3419 | 4.3% | |
| 5 | 3323 | 4.2% | |
| 6 | 3148 | 4.0% | |
| 4 | 3059 | 3.8% | |
| 7 | 3047 | 3.8% | |
| 8 | 2932 | 3.7% | |
| 9 | 2843 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 48552 | 61.1% | |
| Currency Symbol | 10302 | 13.0% | |
| Other Punctuation | 10302 | 13.0% | |
| Space Separator | 10302 | 13.0% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 14152 | 29.1% | |
| 1 | 7572 | 15.6% | |
| 2 | 5057 | 10.4% | |
| 3 | 3419 | 7.0% | |
| 5 | 3323 | 6.8% | |
| 6 | 3148 | 6.5% | |
| 4 | 3059 | 6.3% | |
| 7 | 3047 | 6.3% | |
| 8 | 2932 | 6.0% | |
| 9 | 2843 | 5.9% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 10302 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 10302 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 79458 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 14152 | 17.8% | |
| $ | 10302 | 13.0% | |
| , | 10302 | 13.0% | |
| 10302 | 13.0% | ||
| 1 | 7572 | 9.5% | |
| 2 | 5057 | 6.4% | |
| 3 | 3419 | 4.3% | |
| 5 | 3323 | 4.2% | |
| 6 | 3148 | 4.0% | |
| 4 | 3059 | 3.8% | |
| 7 | 3047 | 3.8% | |
| 8 | 2932 | 3.7% | |
| 9 | 2843 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 79458 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 14152 | 17.8% | |
| $ | 10302 | 13.0% | |
| , | 10302 | 13.0% | |
| 10302 | 13.0% | ||
| 1 | 7572 | 9.5% | |
| 2 | 5057 | 6.4% | |
| 3 | 3419 | 4.3% | |
| 5 | 3323 | 4.2% | |
| 6 | 3148 | 4.0% | |
| 4 | 3059 | 3.8% | |
| 7 | 3047 | 3.8% | |
| 8 | 2932 | 3.7% | |
| 9 | 2843 | 3.6% |
TIF
Real number (ℝ≥0)
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.329159386526888 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.110794715 |
|---|---|
| Coefficient of variation (CV) | 0.7713777009 |
| Kurtosis | 0.4797085698 |
| Mean | 5.329159387 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8994152554 |
| Sum | 54901 |
| Variance | 16.89863319 |
| Value | Count | Frequency (%) | |
| 1 | 3172 | 30.8% | |
| 6 | 1707 | 16.6% | |
| 4 | 1616 | 15.7% | |
| 10 | 951 | 9.2% | |
| 7 | 781 | 7.6% | |
| 3 | 531 | 5.2% | |
| 13 | 355 | 3.4% | |
| 11 | 300 | 2.9% | |
| 9 | 299 | 2.9% | |
| 17 | 126 | 1.2% | |
| 14 | 92 | 0.9% | |
| 8 | 83 | 0.8% | |
| 5 | 70 | 0.7% | |
| 12 | 55 | 0.5% | |
| 16 | 50 | 0.5% | |
| 15 | 40 | 0.4% | |
| 18 | 26 | 0.3% | |
| 21 | 13 | 0.1% | |
| 20 | 12 | 0.1% | |
| 19 | 11 | 0.1% | |
| 2 | 6 | 0.1% | |
| 25 | 3 | < 0.1% | |
| 22 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 3172 | 30.8% | |
| 2 | 6 | 0.1% | |
| 3 | 531 | 5.2% | |
| 4 | 1616 | 15.7% | |
| 5 | 70 | 0.7% | |
| 6 | 1707 | 16.6% | |
| 7 | 781 | 7.6% | |
| 8 | 83 | 0.8% | |
| 9 | 299 | 2.9% | |
| 10 | 951 | 9.2% |
| Value | Count | Frequency (%) | |
| 25 | 3 | < 0.1% | |
| 22 | 3 | < 0.1% | |
| 21 | 13 | 0.1% | |
| 20 | 12 | 0.1% | |
| 19 | 11 | 0.1% | |
| 18 | 26 | 0.3% | |
| 17 | 126 | 1.2% | |
| 16 | 50 | 0.5% | |
| 15 | 40 | 0.4% | |
| 14 | 92 | 0.9% |
CAR_TYPE
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| z_SUV | |
|---|---|
| Minivan | |
| Pickup | |
| Sports Car | |
| Van |
| Value | Count | Frequency (%) | |
| z_SUV | 2883 | 28.0% | |
| Minivan | 2694 | 26.2% | |
| Pickup | 1772 | 17.2% | |
| Sports Car | 1179 | 11.4% | |
| Van | 921 | 8.9% | |
| Panel Truck | 853 | 8.3% |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 6.58522617 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 7162 | 10.6% | |
| i | 7160 | 10.6% | |
| a | 5647 | 8.3% | |
| S | 4062 | 6.0% | |
| V | 3804 | 5.6% | |
| r | 3211 | 4.7% | |
| p | 2951 | 4.3% | |
| z | 2883 | 4.2% | |
| _ | 2883 | 4.2% | |
| U | 2883 | 4.2% | |
| M | 2694 | 4.0% | |
| v | 2694 | 4.0% | |
| P | 2625 | 3.9% | |
| u | 2625 | 3.9% | |
| c | 2625 | 3.9% | |
| k | 2625 | 3.9% | |
| 2032 | 3.0% | ||
| o | 1179 | 1.7% | |
| t | 1179 | 1.7% | |
| s | 1179 | 1.7% | |
| C | 1179 | 1.7% | |
| e | 853 | 1.3% | |
| l | 853 | 1.3% | |
| T | 853 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 44826 | 66.1% | |
| Uppercase Letter | 18100 | 26.7% | |
| Connector Punctuation | 2883 | 4.2% | |
| Space Separator | 2032 | 3.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 4062 | 22.4% | |
| V | 3804 | 21.0% | |
| U | 2883 | 15.9% | |
| M | 2694 | 14.9% | |
| P | 2625 | 14.5% | |
| C | 1179 | 6.5% | |
| T | 853 | 4.7% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 7162 | 16.0% | |
| i | 7160 | 16.0% | |
| a | 5647 | 12.6% | |
| r | 3211 | 7.2% | |
| p | 2951 | 6.6% | |
| z | 2883 | 6.4% | |
| v | 2694 | 6.0% | |
| u | 2625 | 5.9% | |
| c | 2625 | 5.9% | |
| k | 2625 | 5.9% | |
| o | 1179 | 2.6% | |
| t | 1179 | 2.6% | |
| s | 1179 | 2.6% | |
| e | 853 | 1.9% | |
| l | 853 | 1.9% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 2883 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 2032 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 62926 | 92.8% | |
| Common | 4915 | 7.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 7162 | 11.4% | |
| i | 7160 | 11.4% | |
| a | 5647 | 9.0% | |
| S | 4062 | 6.5% | |
| V | 3804 | 6.0% | |
| r | 3211 | 5.1% | |
| p | 2951 | 4.7% | |
| z | 2883 | 4.6% | |
| U | 2883 | 4.6% | |
| M | 2694 | 4.3% | |
| v | 2694 | 4.3% | |
| P | 2625 | 4.2% | |
| u | 2625 | 4.2% | |
| c | 2625 | 4.2% | |
| k | 2625 | 4.2% | |
| o | 1179 | 1.9% | |
| t | 1179 | 1.9% | |
| s | 1179 | 1.9% | |
| C | 1179 | 1.9% | |
| e | 853 | 1.4% | |
| l | 853 | 1.4% | |
| T | 853 | 1.4% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 2883 | 58.7% | |
| 2032 | 41.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 67841 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 7162 | 10.6% | |
| i | 7160 | 10.6% | |
| a | 5647 | 8.3% | |
| S | 4062 | 6.0% | |
| V | 3804 | 5.6% | |
| r | 3211 | 4.7% | |
| p | 2951 | 4.3% | |
| z | 2883 | 4.2% | |
| _ | 2883 | 4.2% | |
| U | 2883 | 4.2% | |
| M | 2694 | 4.0% | |
| v | 2694 | 4.0% | |
| P | 2625 | 3.9% | |
| u | 2625 | 3.9% | |
| c | 2625 | 3.9% | |
| k | 2625 | 3.9% | |
| 2032 | 3.0% | ||
| o | 1179 | 1.7% | |
| t | 1179 | 1.7% | |
| s | 1179 | 1.7% | |
| C | 1179 | 1.7% | |
| e | 853 | 1.3% | |
| l | 853 | 1.3% | |
| T | 853 | 1.3% |
RED_CAR
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| no | |
|---|---|
| yes |
| Value | Count | Frequency (%) | |
| no | 7326 | 71.1% | |
| yes | 2976 | 28.9% |
| Distinct count | 3545 |
|---|---|
| Unique (%) | 34.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| $0 | |
|---|---|
| $1,391 | 4 |
| $1,310 | 4 |
| $4,188 | 4 |
| $4,263 | 4 |
| Other values (3540) |
| Value | Count | Frequency (%) | |
| $0 | 6292 | 61.1% | |
| $1,391 | 4 | < 0.1% | |
| $1,310 | 4 | < 0.1% | |
| $4,188 | 4 | < 0.1% | |
| $4,263 | 4 | < 0.1% | |
| $1,105 | 4 | < 0.1% | |
| $4,538 | 4 | < 0.1% | |
| $4,448 | 4 | < 0.1% | |
| $4,824 | 3 | < 0.1% | |
| $4,423 | 3 | < 0.1% | |
| $2,740 | 3 | < 0.1% | |
| $6,985 | 3 | < 0.1% | |
| $4,451 | 3 | < 0.1% | |
| $5,289 | 3 | < 0.1% | |
| $3,460 | 3 | < 0.1% | |
| $6,935 | 3 | < 0.1% | |
| $4,528 | 3 | < 0.1% | |
| $5,863 | 3 | < 0.1% | |
| $6,281 | 3 | < 0.1% | |
| $3,863 | 3 | < 0.1% | |
| $1,332 | 3 | < 0.1% | |
| $4,582 | 3 | < 0.1% | |
| $5,101 | 3 | < 0.1% | |
| $8,174 | 3 | < 0.1% | |
| $5,399 | 3 | < 0.1% | |
| Other values (3520) | 3931 | 38.2% |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 4.625703747 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 21.6% | |
| 10302 | 21.6% | ||
| 0 | 7636 | 16.0% | |
| , | 3882 | 8.1% | |
| 3 | 2012 | 4.2% | |
| 1 | 1963 | 4.1% | |
| 4 | 1815 | 3.8% | |
| 5 | 1769 | 3.7% | |
| 2 | 1763 | 3.7% | |
| 6 | 1626 | 3.4% | |
| 8 | 1552 | 3.3% | |
| 7 | 1546 | 3.2% | |
| 9 | 1486 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 23168 | 48.6% | |
| Currency Symbol | 10302 | 21.6% | |
| Space Separator | 10302 | 21.6% | |
| Other Punctuation | 3882 | 8.1% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 7636 | 33.0% | |
| 3 | 2012 | 8.7% | |
| 1 | 1963 | 8.5% | |
| 4 | 1815 | 7.8% | |
| 5 | 1769 | 7.6% | |
| 2 | 1763 | 7.6% | |
| 6 | 1626 | 7.0% | |
| 8 | 1552 | 6.7% | |
| 7 | 1546 | 6.7% | |
| 9 | 1486 | 6.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 3882 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 10302 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 47654 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 21.6% | |
| 10302 | 21.6% | ||
| 0 | 7636 | 16.0% | |
| , | 3882 | 8.1% | |
| 3 | 2012 | 4.2% | |
| 1 | 1963 | 4.1% | |
| 4 | 1815 | 3.8% | |
| 5 | 1769 | 3.7% | |
| 2 | 1763 | 3.7% | |
| 6 | 1626 | 3.4% | |
| 8 | 1552 | 3.3% | |
| 7 | 1546 | 3.2% | |
| 9 | 1486 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 47654 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 21.6% | |
| 10302 | 21.6% | ||
| 0 | 7636 | 16.0% | |
| , | 3882 | 8.1% | |
| 3 | 2012 | 4.2% | |
| 1 | 1963 | 4.1% | |
| 4 | 1815 | 3.8% | |
| 5 | 1769 | 3.7% | |
| 2 | 1763 | 3.7% | |
| 6 | 1626 | 3.4% | |
| 8 | 1552 | 3.3% | |
| 7 | 1546 | 3.2% | |
| 9 | 1486 | 3.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8007183071248302 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 6292 |
| Zeros (%) | 61.1% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.154078575 |
|---|---|
| Coefficient of variation (CV) | 1.441304095 |
| Kurtosis | 0.2459181422 |
| Mean | 0.8007183071 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.194062397 |
| Sum | 8249 |
| Variance | 1.331897358 |
| Value | Count | Frequency (%) | |
| 0 | 6292 | 61.1% | |
| 2 | 1492 | 14.5% | |
| 1 | 1279 | 12.4% | |
| 3 | 992 | 9.6% | |
| 4 | 225 | 2.2% | |
| 5 | 22 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 6292 | 61.1% | |
| 1 | 1279 | 12.4% | |
| 2 | 1492 | 14.5% | |
| 3 | 992 | 9.6% | |
| 4 | 225 | 2.2% | |
| 5 | 22 | 0.2% |
| Value | Count | Frequency (%) | |
| 5 | 22 | 0.2% | |
| 4 | 225 | 2.2% | |
| 3 | 992 | 9.6% | |
| 2 | 1492 | 14.5% | |
| 1 | 1279 | 12.4% | |
| 0 | 6292 | 61.1% |
REVOKED
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| No | |
|---|---|
| Yes | 1261 |
| Value | Count | Frequency (%) | |
| No | 9041 | 87.8% | |
| Yes | 1261 | 12.2% |
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7101533682780043 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 4658 |
| Zeros (%) | 45.2% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.159014892 |
|---|---|
| Coefficient of variation (CV) | 1.262468578 |
| Kurtosis | 1.335837085 |
| Mean | 1.710153368 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.34050631 |
| Sum | 17618 |
| Variance | 4.661345302 |
| Value | Count | Frequency (%) | |
| 0 | 4658 | 45.2% | |
| 1 | 1467 | 14.2% | |
| 2 | 1199 | 11.6% | |
| 3 | 966 | 9.4% | |
| 4 | 727 | 7.1% | |
| 5 | 528 | 5.1% | |
| 6 | 341 | 3.3% | |
| 7 | 213 | 2.1% | |
| 8 | 114 | 1.1% | |
| 9 | 53 | 0.5% | |
| 10 | 20 | 0.2% | |
| 11 | 13 | 0.1% | |
| 13 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 4658 | 45.2% | |
| 1 | 1467 | 14.2% | |
| 2 | 1199 | 11.6% | |
| 3 | 966 | 9.4% | |
| 4 | 727 | 7.1% | |
| 5 | 528 | 5.1% | |
| 6 | 341 | 3.3% | |
| 7 | 213 | 2.1% | |
| 8 | 114 | 1.1% | |
| 9 | 53 | 0.5% |
| Value | Count | Frequency (%) | |
| 13 | 2 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 11 | 13 | 0.1% | |
| 10 | 20 | 0.2% | |
| 9 | 53 | 0.5% | |
| 8 | 114 | 1.1% | |
| 7 | 213 | 2.1% | |
| 6 | 341 | 3.3% | |
| 5 | 528 | 5.1% | |
| 4 | 727 | 7.1% |
| Distinct count | 2346 |
|---|---|
| Unique (%) | 22.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| $0 | |
|---|---|
| $3,674 | 4 |
| $3,667 | 4 |
| $4,363 | 4 |
| $2,327 | 4 |
| Other values (2341) |
| Value | Count | Frequency (%) | |
| $0 | 7556 | 73.3% | |
| $3,674 | 4 | < 0.1% | |
| $3,667 | 4 | < 0.1% | |
| $4,363 | 4 | < 0.1% | |
| $2,327 | 4 | < 0.1% | |
| $3,350 | 4 | < 0.1% | |
| $2,979 | 3 | < 0.1% | |
| $2,027 | 3 | < 0.1% | |
| $2,641 | 3 | < 0.1% | |
| $3,278 | 3 | < 0.1% | |
| $7,893 | 3 | < 0.1% | |
| $6,409 | 3 | < 0.1% | |
| $5,692 | 3 | < 0.1% | |
| $2,729 | 3 | < 0.1% | |
| $2,489 | 3 | < 0.1% | |
| $2,668 | 3 | < 0.1% | |
| $3,008 | 3 | < 0.1% | |
| $3,776 | 3 | < 0.1% | |
| $1,493 | 3 | < 0.1% | |
| $5,951 | 3 | < 0.1% | |
| $1,842 | 3 | < 0.1% | |
| $4,566 | 3 | < 0.1% | |
| $5,900 | 3 | < 0.1% | |
| $2,493 | 3 | < 0.1% | |
| $5,453 | 3 | < 0.1% | |
| Other values (2321) | 2669 | 25.9% |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 4.060667831 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 24.6% | |
| 10302 | 24.6% | ||
| 0 | 8433 | 20.2% | |
| , | 2620 | 6.3% | |
| 3 | 1378 | 3.3% | |
| 4 | 1297 | 3.1% | |
| 2 | 1281 | 3.1% | |
| 1 | 1220 | 2.9% | |
| 5 | 1205 | 2.9% | |
| 6 | 1039 | 2.5% | |
| 7 | 946 | 2.3% | |
| 8 | 923 | 2.2% | |
| 9 | 887 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 18609 | 44.5% | |
| Currency Symbol | 10302 | 24.6% | |
| Space Separator | 10302 | 24.6% | |
| Other Punctuation | 2620 | 6.3% |
Most frequent Currency Symbol characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 8433 | 45.3% | |
| 3 | 1378 | 7.4% | |
| 4 | 1297 | 7.0% | |
| 2 | 1281 | 6.9% | |
| 1 | 1220 | 6.6% | |
| 5 | 1205 | 6.5% | |
| 6 | 1039 | 5.6% | |
| 7 | 946 | 5.1% | |
| 8 | 923 | 5.0% | |
| 9 | 887 | 4.8% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 10302 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 2620 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 41833 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 24.6% | |
| 10302 | 24.6% | ||
| 0 | 8433 | 20.2% | |
| , | 2620 | 6.3% | |
| 3 | 1378 | 3.3% | |
| 4 | 1297 | 3.1% | |
| 2 | 1281 | 3.1% | |
| 1 | 1220 | 2.9% | |
| 5 | 1205 | 2.9% | |
| 6 | 1039 | 2.5% | |
| 7 | 946 | 2.3% | |
| 8 | 923 | 2.2% | |
| 9 | 887 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 41833 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| $ | 10302 | 24.6% | |
| 10302 | 24.6% | ||
| 0 | 8433 | 20.2% | |
| , | 2620 | 6.3% | |
| 3 | 1378 | 3.3% | |
| 4 | 1297 | 3.1% | |
| 2 | 1281 | 3.1% | |
| 1 | 1220 | 2.9% | |
| 5 | 1205 | 2.9% | |
| 6 | 1039 | 2.5% | |
| 7 | 946 | 2.3% | |
| 8 | 923 | 2.2% | |
| 9 | 887 | 2.1% |
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 639 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.298147573217427 |
|---|---|
| Minimum | -3.0 |
| Maximum | 28.0 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 80.6 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 31 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 5.714450164 |
|---|---|
| Coefficient of variation (CV) | 0.6886416654 |
| Kurtosis | -0.764329956 |
| Mean | 8.298147573 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.280460533 |
| Sum | 80185 |
| Variance | 32.65494068 |
| Value | Count | Frequency (%) | |
| 1 | 2489 | 24.2% | |
| 8 | 696 | 6.8% | |
| 9 | 659 | 6.4% | |
| 7 | 655 | 6.4% | |
| 10 | 600 | 5.8% | |
| 6 | 552 | 5.4% | |
| 11 | 549 | 5.3% | |
| 12 | 467 | 4.5% | |
| 13 | 450 | 4.4% | |
| 14 | 396 | 3.8% | |
| 15 | 370 | 3.6% | |
| 5 | 360 | 3.5% | |
| 16 | 289 | 2.8% | |
| 17 | 265 | 2.6% | |
| 18 | 191 | 1.9% | |
| 4 | 169 | 1.6% | |
| 19 | 155 | 1.5% | |
| 20 | 112 | 1.1% | |
| 3 | 70 | 0.7% | |
| 21 | 65 | 0.6% | |
| 22 | 33 | 0.3% | |
| 23 | 22 | 0.2% | |
| 2 | 18 | 0.2% | |
| 24 | 13 | 0.1% | |
| 25 | 8 | 0.1% | |
| Other values (5) | 10 | 0.1% | |
| (Missing) | 639 | 6.2% |
| Value | Count | Frequency (%) | |
| -3 | 1 | < 0.1% | |
| 0 | 4 | < 0.1% | |
| 1 | 2489 | 24.2% | |
| 2 | 18 | 0.2% | |
| 3 | 70 | 0.7% | |
| 4 | 169 | 1.6% | |
| 5 | 360 | 3.5% | |
| 6 | 552 | 5.4% | |
| 7 | 655 | 6.4% | |
| 8 | 696 | 6.8% |
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 26 | 3 | < 0.1% | |
| 25 | 8 | 0.1% | |
| 24 | 13 | 0.1% | |
| 23 | 22 | 0.2% | |
| 22 | 33 | 0.3% | |
| 21 | 65 | 0.6% | |
| 20 | 112 | 1.1% | |
| 19 | 155 | 1.5% |
CLAIM_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 7556 | 73.3% | |
| 1 | 2746 | 26.7% |
URBANICITY
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 80.6 KiB |
| Highly Urban/ Urban | |
|---|---|
| z_Highly Rural/ Rural |
| Value | Count | Frequency (%) | |
| Highly Urban/ Urban | 8230 | 79.9% | |
| z_Highly Rural/ Rural | 2072 | 20.1% |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 19.40225199 |
| Min length | 19 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 20604 | 10.3% | ||
| r | 20604 | 10.3% | |
| a | 20604 | 10.3% | |
| U | 16460 | 8.2% | |
| b | 16460 | 8.2% | |
| n | 16460 | 8.2% | |
| l | 14446 | 7.2% | |
| H | 10302 | 5.2% | |
| i | 10302 | 5.2% | |
| g | 10302 | 5.2% | |
| h | 10302 | 5.2% | |
| y | 10302 | 5.2% | |
| / | 10302 | 5.2% | |
| R | 4144 | 2.1% | |
| u | 4144 | 2.1% | |
| z | 2072 | 1.0% | |
| _ | 2072 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 135998 | 68.0% | |
| Uppercase Letter | 30906 | 15.5% | |
| Space Separator | 20604 | 10.3% | |
| Other Punctuation | 10302 | 5.2% | |
| Connector Punctuation | 2072 | 1.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| U | 16460 | 53.3% | |
| H | 10302 | 33.3% | |
| R | 4144 | 13.4% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| r | 20604 | 15.2% | |
| a | 20604 | 15.2% | |
| b | 16460 | 12.1% | |
| n | 16460 | 12.1% | |
| l | 14446 | 10.6% | |
| i | 10302 | 7.6% | |
| g | 10302 | 7.6% | |
| h | 10302 | 7.6% | |
| y | 10302 | 7.6% | |
| u | 4144 | 3.0% | |
| z | 2072 | 1.5% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 20604 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 10302 | 100.0% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 2072 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 166904 | 83.5% | |
| Common | 32978 | 16.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| r | 20604 | 12.3% | |
| a | 20604 | 12.3% | |
| U | 16460 | 9.9% | |
| b | 16460 | 9.9% | |
| n | 16460 | 9.9% | |
| l | 14446 | 8.7% | |
| H | 10302 | 6.2% | |
| i | 10302 | 6.2% | |
| g | 10302 | 6.2% | |
| h | 10302 | 6.2% | |
| y | 10302 | 6.2% | |
| R | 4144 | 2.5% | |
| u | 4144 | 2.5% | |
| z | 2072 | 1.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 20604 | 62.5% | ||
| / | 10302 | 31.2% | |
| _ | 2072 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 199882 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 20604 | 10.3% | ||
| r | 20604 | 10.3% | |
| a | 20604 | 10.3% | |
| U | 16460 | 8.2% | |
| b | 16460 | 8.2% | |
| n | 16460 | 8.2% | |
| l | 14446 | 7.2% | |
| H | 10302 | 5.2% | |
| i | 10302 | 5.2% | |
| g | 10302 | 5.2% | |
| h | 10302 | 5.2% | |
| y | 10302 | 5.2% | |
| / | 10302 | 5.2% | |
| R | 4144 | 2.1% | |
| u | 4144 | 2.1% | |
| z | 2072 | 1.0% | |
| _ | 2072 | 1.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| ID | KIDSDRIV | BIRTH | AGE | HOMEKIDS | YOJ | INCOME | PARENT1 | HOME_VAL | MSTATUS | GENDER | EDUCATION | OCCUPATION | TRAVTIME | CAR_USE | BLUEBOOK | TIF | CAR_TYPE | RED_CAR | OLDCLAIM | CLM_FREQ | REVOKED | MVR_PTS | CLM_AMT | CAR_AGE | CLAIM_FLAG | URBANICITY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 63581743 | 0 | 16-Mar-39 | 60.0 | 0 | 11.0 | $67,349 | No | $0 | z_No | M | PhD | Professional | 14 | Private | $14,230 | 11 | Minivan | yes | $4,461 | 2 | No | 3 | $0 | 18.0 | 0 | Highly Urban/ Urban |
| 1 | 132761049 | 0 | 21-Jan-56 | 43.0 | 0 | 11.0 | $91,449 | No | $257,252 | z_No | M | z_High School | z_Blue Collar | 22 | Commercial | $14,940 | 1 | Minivan | yes | $0 | 0 | No | 0 | $0 | 1.0 | 0 | Highly Urban/ Urban |
| 2 | 921317019 | 0 | 18-Nov-51 | 48.0 | 0 | 11.0 | $52,881 | No | $0 | z_No | M | Bachelors | Manager | 26 | Private | $21,970 | 1 | Van | yes | $0 | 0 | No | 2 | $0 | 10.0 | 0 | Highly Urban/ Urban |
| 3 | 727598473 | 0 | 5-Mar-64 | 35.0 | 1 | 10.0 | $16,039 | No | $124,191 | Yes | z_F | z_High School | Clerical | 5 | Private | $4,010 | 4 | z_SUV | no | $38,690 | 2 | No | 3 | $0 | 10.0 | 0 | Highly Urban/ Urban |
| 4 | 450221861 | 0 | 5-Jun-48 | 51.0 | 0 | 14.0 | NaN | No | $306,251 | Yes | M | <High School | z_Blue Collar | 32 | Private | $15,440 | 7 | Minivan | yes | $0 | 0 | No | 0 | $0 | 6.0 | 0 | Highly Urban/ Urban |
| 5 | 743146596 | 0 | 17-May-49 | 50.0 | 0 | NaN | $114,986 | No | $243,925 | Yes | z_F | PhD | Doctor | 36 | Private | $18,000 | 1 | z_SUV | no | $19,217 | 2 | Yes | 3 | $0 | 17.0 | 0 | Highly Urban/ Urban |
| 6 | 871024631 | 0 | 5-May-65 | 34.0 | 1 | 12.0 | $125,301 | Yes | $0 | z_No | z_F | Bachelors | z_Blue Collar | 46 | Commercial | $17,430 | 1 | Sports Car | no | $0 | 0 | No | 0 | $2,946 | 7.0 | 1 | Highly Urban/ Urban |
| 7 | 792300541 | 0 | 28-Feb-45 | 54.0 | 0 | NaN | $18,755 | No | NaN | Yes | z_F | <High School | z_Blue Collar | 33 | Private | $8,780 | 1 | z_SUV | no | $0 | 0 | No | 0 | $0 | 1.0 | 0 | Highly Urban/ Urban |
| 8 | 7945239 | 1 | 17-Sep-59 | 40.0 | 1 | 11.0 | $50,815 | Yes | $0 | z_No | M | z_High School | Manager | 21 | Private | $18,930 | 6 | Minivan | no | $3,295 | 1 | No | 2 | $6,477 | 1.0 | 1 | Highly Urban/ Urban |
| 9 | 3577610 | 0 | 21-Aug-55 | 44.0 | 2 | 12.0 | $43,486 | Yes | $0 | z_No | z_F | z_High School | z_Blue Collar | 30 | Commercial | $5,900 | 10 | z_SUV | no | $0 | 0 | No | 0 | $0 | 10.0 | 0 | z_Highly Rural/ Rural |
Last rows
| ID | KIDSDRIV | BIRTH | AGE | HOMEKIDS | YOJ | INCOME | PARENT1 | HOME_VAL | MSTATUS | GENDER | EDUCATION | OCCUPATION | TRAVTIME | CAR_USE | BLUEBOOK | TIF | CAR_TYPE | RED_CAR | OLDCLAIM | CLM_FREQ | REVOKED | MVR_PTS | CLM_AMT | CAR_AGE | CLAIM_FLAG | URBANICITY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10292 | 452807843 | 0 | 19-Dec-50 | 48.0 | 0 | 10.0 | $111,305 | No | $0 | z_No | z_F | PhD | Doctor | 59 | Private | $17,430 | 13 | z_SUV | no | $0 | 0 | No | 4 | $0 | 18.0 | 0 | Highly Urban/ Urban |
| 10293 | 814422920 | 0 | 17-Aug-48 | 51.0 | 0 | 10.0 | $128,523 | No | $0 | z_No | M | Masters | NaN | 18 | Commercial | $32,960 | 6 | Panel Truck | no | $3,995 | 3 | No | 1 | $3,288 | 15.0 | 1 | Highly Urban/ Urban |
| 10294 | 721196389 | 1 | 18-Oct-61 | 38.0 | 4 | 16.0 | $12,717 | No | $0 | Yes | z_F | Bachelors | Student | 15 | Commercial | $24,740 | 1 | Pickup | no | $9,245 | 3 | No | 3 | $0 | 15.0 | 0 | Highly Urban/ Urban |
| 10295 | 215633551 | 0 | 15-May-58 | 41.0 | 0 | 7.0 | $6,256 | No | $0 | z_No | M | z_High School | Student | 41 | Private | $5,600 | 1 | Pickup | no | $0 | 0 | No | 0 | $0 | 7.0 | 0 | z_Highly Rural/ Rural |
| 10296 | 121441578 | 0 | 1-Jul-64 | 35.0 | 0 | 11.0 | $43,112 | No | $0 | z_No | M | z_High School | z_Blue Collar | 51 | Commercial | $27,330 | 10 | Panel Truck | yes | $0 | 0 | No | 0 | $0 | 8.0 | 0 | z_Highly Rural/ Rural |
| 10297 | 67790126 | 1 | 13-Aug-54 | 45.0 | 2 | 9.0 | $164,669 | No | $386,273 | Yes | M | PhD | Manager | 21 | Private | $13,270 | 15 | Minivan | no | $0 | 0 | No | 2 | $0 | 17.0 | 0 | Highly Urban/ Urban |
| 10298 | 61970712 | 0 | 17-Jun-53 | 46.0 | 0 | 9.0 | $107,204 | No | $332,591 | Yes | M | Masters | NaN | 36 | Commercial | $24,490 | 6 | Panel Truck | no | $0 | 0 | No | 0 | $0 | 1.0 | 0 | Highly Urban/ Urban |
| 10299 | 849208064 | 0 | 18-Jun-51 | 48.0 | 0 | 15.0 | $39,837 | No | $170,611 | Yes | z_F | <High School | z_Blue Collar | 12 | Private | $13,820 | 7 | z_SUV | no | $0 | 0 | No | 0 | $0 | 1.0 | 0 | Highly Urban/ Urban |
| 10300 | 627828331 | 0 | 12-Dec-48 | 50.0 | 0 | 7.0 | $43,445 | No | $149,248 | Yes | z_F | Bachelors | Home Maker | 36 | Private | $22,550 | 6 | Minivan | no | $0 | 0 | No | 0 | $0 | 11.0 | 0 | Highly Urban/ Urban |
| 10301 | 680381960 | 0 | 27-Feb-47 | 52.0 | 0 | 11.0 | $53,235 | No | $197,017 | Yes | z_F | z_High School | Clerical | 64 | Private | $19,400 | 6 | Minivan | no | $0 | 0 | No | 0 | $0 | 9.0 | 0 | z_Highly Rural/ Rural |
Most frequent
| ID | KIDSDRIV | BIRTH | AGE | HOMEKIDS | YOJ | INCOME | PARENT1 | HOME_VAL | MSTATUS | GENDER | EDUCATION | OCCUPATION | TRAVTIME | CAR_USE | BLUEBOOK | TIF | CAR_TYPE | RED_CAR | OLDCLAIM | CLM_FREQ | REVOKED | MVR_PTS | CLM_AMT | CAR_AGE | CLAIM_FLAG | URBANICITY | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 279799481 | 0 | 21-Feb-60 | 39.0 | 0 | 14.0 | $93,077 | No | $244,764 | Yes | M | Bachelors | Professional | 29 | Private | $14,710 | 1 | Minivan | yes | $0 | 0 | No | 0 | $0 | 1.0 | 0 | z_Highly Rural/ Rural | 2 |